SRender: Boosting Neural Radiance Field Efficiency via Sensitivity-Aware Dynamic Precision Rendering
Zhuoran Song, Houshu He, Fangxin Liu (Shanghai Jiao Tong University); Yifan Hao (Institute of Computing Technology, Chinese Academy of Sciences); Xinkai Song (Institute of Computing Technology,Chinese Academy of Sciences); Li Jiang (Shanghai Jiaotong University); Xiaoyao Liang (Shanghai Jiao Tong University)
EMP: Efficient 4-bit Matrix Unit via Primitivization
Yi Chen (University of Science and Technology of China); Yongwei Zhao, Yifan Hao (Institute of Computing Technology, Chinese Academy of Sciences); Yuntao Dai (University of Science and Technology of China); Yang Liu (Institute of Computing Technology (lCT), CAS, China); Rui Zhang, Mo Zou, Yuanbo Wen, Xinkai Song, Xiaqing Li, Xing Hu, Zidong Du (Institute of Computing Technology, Chinese Academy of Sciences); Huaping Chen (University of Science and Technology of China); Qi Guo (Institute of Computing Technology, Chinese Academy of Sciences); Tianshi Chen (Cambricon Technologies)
BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration
Yuzong Chen, Jian Meng, Jae-sun Seo, Mohamed Abdelfattah (Cornell University)
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelereators
Mohanad Odema, Luke Chen (University of California Irvine); Hyoukjun Kwon (University of California, Irvine); Mohammad Al Faruque (UC Irvine)
SCALE: A Structure-Centric Accelerator for Message Passing Graph Neural Networks
Lingxiang Yin, Sanjay Gandham, Mingjie Lin, Hao Zheng (University of Central Florida)